An interpretable approach using hybrid graph networks and explainable AI for intelligent diagnosis recommendations in chronic disease care

被引：0

作者：

Huang, Mengxing ^{[1
]}

Zhang, Xiu Shi ^{[1
]}

Bhatti, Uzair Aslam ^{[1
]}

Wu, YuanYuan ^{[1
]}

Zhang, Yu ^{[1
]}

Yasin Ghadi, Yazeed ^{[2
]}

机构：

[1] School of Information and Communication Engineering, Hainan University, Haikou,570100, China

[2] Department of Computer Science, Al Ain University, United Arab Emirates

来源：

Biomedical Signal Processing and Control | 2024年 / 91卷

关键词：

Compendex;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Biomedical engineering - Collaborative filtering - Decision making - Diagnosis - Graphic methods - Health care - Hospitals - Mean square error - Recommender systems

引用

共 50 条

[21] A hybrid fault diagnosis approach using neural networks
Yu, D
Shields, DN
Daley, S
NEURAL COMPUTING & APPLICATIONS, 1996, 4 (01): : 21 - 26
[22] Neonatal disease diagnosis: AI based neuro-genetic hybrid approach
Expert System Laboratory, Department of Computer Science and Application, University of North Bengal, West Bengal 734 013, India
不详
不详
Int. J. Comput. Sci. Issues, 5 5-3 (217-224):
[23] Anatomically Interpretable Brain Age Prediction in Alzheimer's Disease Using Graph Neural Networks
Sihag, Saurabh
Mateos, Gonzalo
Ribeiro, Alejandro
McMillan, Corey T.
ANNALS OF NEUROLOGY, 2023, 94 : S139 - S140
[24] Patients with Chronic Obstructive Pulmonary Disease Exacerbations: Recommendations for Diagnosis, Treatment and Care
Alcazar Navarrete, Bernardino
Ancochea Bermudez, Julio
Garcia-Rio, Francisco
Izquierdo Alonso, Jose Luis
Miravitlles, Marc
Rodriguez Gonzalez-Moro, Jose Miguel
Jose Soler-Cataluna, Juan
ARCHIVOS DE BRONCONEUMOLOGIA, 2019, 55 (09): : 478 - 487
[25] An explainable AI approach for diagnosis of COVID-19 using MALDI-ToF mass spectrometry
Seethi, Venkata Devesh Reddy
Lacasse, Zane
Chivte, Prajkta
Bland, Joshua
Kadkol, Shrihari S.
Gaillard, Elizabeth R.
Bharti, Pratool
Alhoori, Hamed
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 236
[26] Explainable AI approach for early detection of Parkinson’s disease using PPMI Online data
Aggarwal, Nitisha
Saxena, Geetika Jain
Singh, Sanjeev
Pundir, Amit
Neural Computing and Applications, 2024, 36 (30) : 19209 - 19230
[27] A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks
Singh, Thoudam Doren
Divyansha
Singh, Apoorva Vikram
Khilji, Abdullah Faiz Ur Rahman
2020 INTERNATIONAL CONFERENCE ON COMPUTATIONAL PERFORMANCE EVALUATION (COMPE-2020), 2020, : 285 - 289
[28] Computer aided diagnosis of Alzheimer's Disease from brain perfusion scans using interpretable AI
Michopoulou, S.
Prosser, A. M. J.
Dickson, J. C.
Guy, M. J.
O'Brien, N. S.
Teeling, J. L.
Kipps, C. M.
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2024, 51 : S629 - S629
[29] Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AI
Bdaqli, Mohammad
Shoeibi, Afshin
Moridian, Parisa
Sadeghi, Delaram
Pouyani, Mozhde Firoozi
Shalbaf, Ahmad
Gorriz, Juan M.
ARTIFICIAL INTELLIGENCE FOR NEUROSCIENCE AND EMOTIONAL SYSTEMS, PT I, IWINAC 2024, 2024, 14674 : 128 - 138
[30] Enhancing Kidney Disease Diagnosis Using ACO-Based Feature Selection and Explainable AI Techniques
Jafar, Abbas
Lee, Myungho
APPLIED SCIENCES-BASEL, 2025, 15 (06):

← 1 2 3 4 5 →